Climate-Aquatics Blog #72: The eDNA revolution & developing comprehensive aquatic biodiversity archives

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Climate-Aquatics Blog #72: The eDNA revolution & developing
comprehensive aquatic biodiversity archives
Measuring & understanding the effects of climate change on aquatic life requires an accurate
baseline status assessment that can serve as a benchmark for comparisons through time. But even
where streams and lakes are heavily studied, those baselines typically exist only for the few large
charismatic species we like to eat or play with by tethering ourselves to them via narrow strands
of monofilament. We know very little that is very specific about where most aquatic species live,
and even for those we think we know well, genetic techniques like DNA barcoding are
sometimes revealing layers of unappreciated cryptic biodiversity and entirely new species (blog
53 and examples shown here by Hebert & colleagues). Sure, when we’re forced to we can draw
crude polygons on maps and say that that’s the range of species x, y, or z (graphic 1). But that
isn’t nearly precise enough to be useful in meaningful conservation planning or strategic
investing because it doesn’t resolve the locations of individual populations or provide
information at scales commensurate with those at which human activities alter landscapes. And
because so much of conservation comes down fundamentally to choices about where to make
investments, we need that granular level of biological information feeding into our decision
making process. Compounding matters exponentially, we need high-resolution information for
all species if we want to be serious about the biodiversity thing and not just give it lip service.
That’s a fantastically tall order to fill so hasn’t really been worth contemplating seriously until
just the last few years. But with the revolution now being wrought by environmental DNA
(eDNA) that vision is rapidly becoming a transforming reality. Most, by now, have heard about
this seemingly magical new technology, but for those who haven’t, it is possible to detect
fragments of DNA that have been shed from their parent organisms and to use that information
in reliable determination of species locations. eDNA technology is especially powerful in aquatic
environments where simple water samples can be taken from streams, lakes, or wetlands and
analyzed to determine what lives there. Collecting eDNA samples in the field requires only
inexpensive equipment and a small water pump that fits easily into a daypack. Costs to collect
and process lab samples are already much lower than traditional sampling techniques and will
continue to fall as the technology matures. Moreover, first generation eDNA technologies limited
analyses to single species determinations, but next generation technologies are already becoming
available to do multispecies assessments simultaneously. And not all the DNA contained in
samples are destroyed during an analysis so what’s left over simply goes in the freezer where it
can sit indefinitely to serve as a biodiversity archive for later queries if the need arises. Combine
it all, and it’s possible not just to contemplate, but to begin actuating, geographically broad
sampling campaigns designed to map all of aquatic critter-dom at the resolutions needed for
conservation and management.
For a thorough recent review about aquatic eDNA applications, Thomsen & colleagues provide a
good place to start (study hyperlinked here:
https://www.researchgate.net/profile/Philip_Thomsen). But for those wishing a full aquatic
eDNA immersion, the bibliography below hyperlinks to 79 recent studies, of which only 1 was
published prior to 2011. And before you literally wade out to start collecting eDNA, here are a
few basic pointers to help minimize any missteps (but please consult the real experts and
expertise of those cited in the bibliography rather than relying overly much on the simplifications
of this blogger).
1) First, a species-specific eDNA marker has to be developed before you can use the
technology to determine the presence/absence of a target species. But new markers are
being developed for more species by various labs all the time so the odds that a marker
already exists for a species of interest are continually increasing. AFS, AFWA, and USFS
maintain this eDNA clearinghouse website to make it easy to see what’s out there and to
know who to contact: http://edna.fisheries.org/
2) If an eDNA marker doesn’t exist, it costs about $5k to develop one. But you (or
someone) need to collect tissues from the target organism across a representative portion
of its range (a great excuse for those electrofishing rodeos blog 30!) and send them to the
lab vendor for marker development.
3) Once a marker exists, you can start collecting eDNA samples and sending them to the lab
for processing. The field sampling protocols for aquatic eDNA collection are
straightforward and several are listed in the bibliography below. Consult with your lab
vendor as they will have a preferred protocol.
4) Depending on the species, the detection efficiency of eDNA may or may not be well
understood. If it’s not well understood, you don’t want to run around collecting samples
willy-nilly until you’ve conducted field trials to determine detection rates under field
conditions. Otherwise, it’s impossible to determine what negative readings mean. It may
be because the organism wasn’t there that day, or because it wasn’t close enough to
where the sample was taken to put a detectable amount of DNA into the water. For some
well-studied organisms, those detection efficiencies have been estimate (see studies
below), but for most species they have not been. The general expectation, however, is
that eDNA will usually have higher detection efficiencies (often much higher) than
traditional sampling techniques.
5) Finally, eDNA is a new and sexy way to collect species occurrence data but it will yield
valuable information in direct proportion to the quality of questions driving its
application. As with any sampling technique, those questions are the foundation upon
which logical sampling strategies are designed to determine where in space & time
samples are collected. So don’t forget the basics!
As in any revolution, there will be abuses, overreaches, and unfulfilled promises, especially
during these initial years as eDNA technology is being deployed and learned. But that will be
worked through and those bits of DNA shrapnel floating through waterways around us will
transform the way we do business and how we think about biology as surely as electricity
brought day to night, the industrial revolution started warming the climate, and the internet and
digital rivers of information now connect us. We’ll ultimately find that eDNA gives us a really
big hammer and reveals a world full of nails. I suspect that the quality and quantity of
information built by the aquatics army with that hammer will be remarkable when we look back
on it someday. And because it’s so easy and inexpensive to collect eDNA samples, it presents a
huge crowd-sourcing opportunity (blog 71) that can be used to engage school kids, anglers,
grandpas, or your local congresswoman in discovering the joy of mucking around aqueous
environments & uncovering underappreciated parts of nature. Before we know it, we will have
constructed an accurate assessment of all aquatic critters everywhere and will have finished the
maps started by the likes of Lewis & Clark, Jordan, and Evermann during the great geographical
& fish expeditions of the 1800s (graphic 2). Those maps are the keys to designing
comprehensive conservation strategies that allow us decide how to invest most cost effectively
this century. Not surprisingly, we will be subject to a deluge of new data as this all unfolds and
infrastructures capable of handling it will be needed—a topic that will be pondered next time in
the pen-penultimate Climate-Aquatics blog.
Until then, best regards. Dan
Tweeting at Dan Isaak@DanIsaak
eDNA Bibliography (current as of yesterday, today there are probably 5 new studies…)
Barnes et al. 2014. Environmental conditions influence eDNA persistence in aquatic systems.
Environmental science & technology 48: 1819-1827.
https://www.researchgate.net/profile/Matthew_Barnes8
Barnes & Turner. 2015. The ecology of environmental DNA and implications for conservation
genetics. Conservation Genetics doi:10.1007/s10592-015-0775-4
http://link.springer.com/article/10.1007/s10592-015-0775-4
Biggs et al. 2015. Using eDNA to develop a national citizen science-based monitoring
programme for the great crested newt (Triturus cristatus). Biological Conservation 183: DOI:
10.1016/j.biocon.2014.11.029. https://www.researchgate.net/profile/Alice_Valentini
Bohmann et al. 2014. Environmental DNA for wildlife biology and biodiversity monitoring.
Trends in Ecology and Evolution 29:358-367.
http://www.sciencedirect.com/science/article/pii/S016953471400086X
Carim et al. 2015. Protocol for collecting eDNA samples from streams [Version 2.1]. U.S.
Department of Agriculture, Forest Service, Rocky Mountain Research Station, Boise Aquatic
Sciences Lab. 10 p. http://www.treesearch.fs.fed.us/pubs/48132
Collins et al. 2013. Something in the water: biosecurity monitoring of ornamental fish imports
using environmental DNA. Biological Invasions 15:1209–1215.
http://link.springer.com/article/10.1007/s10530-012-0376-9
Darling et al. 2011. From molecules to management: adopting DNA-based methods for
monitoring biological invasions in aquatic environments. Environmental Research 111:978–
988.
http://www.invasivespecies.gov/global/ISAC/ISAC_Minutes/2011/PDF/Darling_Mahon_Art
icle.pdf
Davy et al. 2015. Development and Validation of Environmental DNA (eDNA) Markers for
Detection of Freshwater Turtles. PLoS One 10: e0130965.
http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0130965
Dejean et al. 2011. Persistence of environmental DNA in freshwater ecosystems. PLoS One
6:e23398. http://www.environmental-dna.nl/Portals/7/Dejean%20et%20al,%202011.pdf
Deiner et al. 2015. Environmental DNA reveals that rivers are conveyer belts of biodiversity
information. http://biorxiv.org/content/biorxiv/early/2015/06/11/020800.full.pdf
Deiner & Altermatt 2014. Transport distance of invertebrate environmental DNA in a natural
river. PLoS ONE 9:e88786. https://www.researchgate.net/profile/Kristy_Deiner
Deiner et al. 2013. Increased accuracy of species lists developed for alpine lakes using
morphology and cytochrome oxidase I for identification of specimens. Molecular Ecology
Resources 13:820-831. http://knapplab.msi.ucsb.edu/pdfs/Deiner_MolEcolRes_2013.pdf
Deiner et al. 2015. Choice of capture and extraction methods affect detection of freshwater
biodiversity from environmental DNA. Biological Conservation 183:53-63.
https://www.researchgate.net/profile/Kristy_Deiner
Doi et al. 2015. Use of Droplet Digital PCR for Estimation of Fish Abundance and Biomass in
Environmental DNA Surveys. PLoS One 10:e0122763.
http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0122763
Doi 2015. Droplet digital PCR outperforms real-time PCR in the detection of environmental
DNA from an invasive fish species. Environmental Science and Technology 49:5601–5608.
http://pubs.acs.org/doi/abs/10.1021/acs.est.5b00253
Egan et al. 2013. Rapid Invasive Species Detection by Combining Environmental DNA with
Light Transmission Spectroscopy. Conservation Letters 6:402–409. doi:10.1111/conl.12017
Eichmiller et al. 2014. The Relationship between the Distribution of Common Carp and Their
Environmental DNA in a Small Lake. PLoS One 9: e112611.
http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0112611
Evans et al. 2015. Quantification of mesocosm fish and amphibian species diversity via
environmental DNA metabarcoding. Molecular Ecology Resources doi: 10.1111/17550998.12433 http://onlinelibrary.wiley.com/doi/10.1111/1755-0998.12433/epdf
Farrington et al. 2015. Mitochondrial genome sequencing and development of genetic markers
for the detection of DNA of invasive bighead and silver carp in environmental water samples
from the United States. PLoS One 10:e0117803.
http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0117803
Ficetola et al. 2008. Species detection using environmental DNA from water samples: Biology
Letters 4:423–425.
http://www.webalice.it/f.ficetola/Ficetola%202008%20Biology%20Letters.pdf
Fukumoto et al. 2015. A basin-scale application of environmental DNA assessment for rare
endemic species and closely related exotic species in rivers: A case study of giant
salamanders in Japan. Journal of Applied Ecology 52:358-365.
https://www.researchgate.net/researcher/2066469342_Sou_Fukumoto
Goldberg et al. 2015. Moving environmental DNA methods from concept to practice for
monitoring aquatic macroorganisms. Biological Conservation (special issue) 183:1-3.
http://www.sciencedirect.com/science/journal/00063207/183/supp/C
Goldberg et al. 2011. Molecular detection of vertebrates in stream water: A demonstration using
Rocky Mountain tailed frogs and Idaho giant salamanders. PLoS One 6:e22746
https://www.researchgate.net/profile/Caren_Goldberg4
Goldberg et al. 2013. Environmental DNA as a new method for early detection of New Zealand
mudsnails (Potamopyrgus antipodarum). Freshwater Science 32:792-800.
https://www.researchgate.net/profile/Caren_Goldberg4
Gustavson et al. 2015. An eDNA assay for Irish Petromyzon marinus and Salmo trutta and field
validation in running water. Journal of Fish Biology doi:10.1111/jfb.12781
http://onlinelibrary.wiley.com/doi/10.1111/jfb.12781/
Huver et al. 2015. Development and application of an eDNA method to detect and quantify a
pathogenic parasite in aquatic ecosystems. Ecological Applications 25:991-1002.
http://www.esajournals.org/doi/10.1890/14-1530.1
Iversen et al. 2015. Monitoring of animal abundance by environmental DNA—An increasingly
obscure perspective: A reply to Klymus et al. 2015. Biological Conservation.
doi:10.1016/j.biocon.2015.09.024.
http://www.sciencedirect.com/science/article/pii/S0006320715301166
Jane et al. 2015. Distance, flow and PCR inhibition: eDNA dynamics in two headwater streams.
Molecular Ecology Resources 15:216-227.
https://www.researchgate.net/profile/Stephen_Jane2
Janosik and Johnston. 2015. Environmental DNA as an effective tool for detection of imperiled
fishes. Environmental Biology of Fishes doi:10.1007/s10641-015-0405-5
https://www.researchgate.net/profile/Alexis_Janosik
Jerde et al. 2011. “Sight‐unseen” detection of rare aquatic species using environmental DNA.
Conservation Letters 4:150-157. http://www.anbiosci.com/protocols/Jerde_2011.pdf
Jerde and Mahon. 2015. Improving confidence in environmental DNA species detection.
Molecular Ecology Resources 15:461-463. http://onlinelibrary.wiley.com/doi/10.1111/17550998.12377/abstract?userIsAuthenticated=false&deniedAccessCustomisedMessage=
Jerde et al. 2013. Detection of Asian carp DNA as part of a Great Lakes basin-wide surveillance
program. Canadian Journal of Fisheries and Aquatic Sciences 70:522–526.
http://people.cst.cmich.edu/mahon2a/MahonLab/Publications_files/2013%20CJFAS%20Jerd
e%20et%20al%20asian%20carp.pdf
Keskin. 2014. Detection of invasive freshwater fish species using environmental DNA survey.
Biochemical Systematics and Ecology 56:68–74.
http://www.sciencedirect.com/science/article/pii/S030519781400146X
Klymus et al., 2015. Quantification of eDNA shedding rates from invasive bighead carp and
silver carp. Biological Conservation 183:77–84.
http://www.sciencedirect.com/science/article/pii/S0006320714004455
Klymus et al., 2015. A reply to Iversen et al.'s comment “Monitoring of animal abundance by
environmental DNA — An increasingly obscure perspective” Biological Conservation DOI:
10.1016/j.biocon.2015.09.025 https://www.researchgate.net/profile/Katy_Klymus
Laramie et al. 2015. Environmental DNA sampling protocol—Filtering water to capture DNA
from aquatic organisms: U.S. Geological Survey Techniques and Methods, book 2, chap.
A13, 15 p., http://dx.doi.org/10.3133/tm2A13 .
Laramie et al. 2015. Characterizing the distribution of an endangered salmonid using
environmental DNA analysis. Biological Conservation 183:29-37.
https://www.researchgate.net/profile/Matthew_Laramie
Lodge et al. 2012. Conservation in a cup of water: estimating biodiversity and population
abundance from environmental DNA. Molecular Ecology 21: 2555-2558.
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3412215/
Mächler et al. 2014. Utility of environmental DNA for monitoring rare and indicator
macroinvertebrate species. Freshwater Science DOI: 10.1086/678128
http://homepages.eawag.ch/~altermfl/Publications_files/Ma%CC%88chler.et.al_FreshwaterS
cience_2014.pdf
Mahon et al. 2013. Validation of eDNA Surveillance Sensitivity for Detection of Asian Carps in
Controlled and Field Experiments. Liles MR, editor. PLoS One. 8:e58316.
http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0058316
Mahon et al. 2014. Meta-genomic surveillance of invasive species in the bait trade. Conservation
Genetics Resources 6:563–567. https://www.researchgate.net/profile/Lucas_Nathan
Maruyama et al. 2014. The release rate of environmental DNA from juvenile and adult fish.
PLoS One 9:e11463.
http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0114639
McKelvey et al. In press. Sampling large geographic areas for rare species using environmental
DNA (eDNA): a study of bull trout occupancy in western Montana. Journal of Fish Biology.
Merkes et al. 2014. Persistence of DNA in carcasses, slime and avian feces may affect
interpretation of environmental DNA data. PLoS One 9:e113346.
https://www.researchgate.net/researcher/2058683182_Christopher_M_Merkes
Minamoto et al. 2012. Surveillance of fish species composition using environmental DNA.
Limnology 13:193–197. https://www.researchgate.net/profile/Toshifumi_Minamoto
Minamoto et al. 2011. Surveillance of fish species composition using environmental DNA.
Limnology 13: DOI: 10.1007/s10201-011-0362-4.
https://www.researchgate.net/profile/Toshifumi_Minamoto
Minamoto et al. 2015. Techniques for the practical collection of environmental DNA: filter
selection, preservation, and extraction. Limnology doi:10.1007/s10201-015-0457-4.
http://link.springer.com/article/10.1007/s10201-015-0457-4
Miya et al. 2015. MiFish, a set of universal PCR primers for metabarcoding environmental DNA
from fishes: detection of more than 230 subtropical marine species. Royal Society Open
Science 2:150088. https://www.researchgate.net/profile/Masaki_Miya
Moyer et al. 2014. Assessing environmental DNA detection in controlled lentic systems. PLoS
One 9:e103767. http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0103767
Nathan et al. 2015. The use of environmental DNA in invasive species surveillance of the Great
Lakes commercial bait trade. Conservation Biology 29:430-439.
https://www.researchgate.net/profile/Lucas_Nathan
Nathan et al. 2014. Quantifying environmental DNA signals for aquatic invasive species across
multiple detection platforms. Environmental Science & Technology 48:12800-12806.
https://www.researchgate.net/profile/Megan_Simmons2
Olson et al. 2012. An eDNA approach to detect eastern hellbenders (Cryptobranchus a.
alleganiensis) using samples of water. Wildlife Research 39:629–636.
https://ag.purdue.edu/fnr/discover/HerpetologyLab/Documents/Olson_eDNAApproach.pdf
Olsen et al. 2015. An evaluation of target specificity and sensitivity of three qPCR assays for
detecting environmental DNA from Northern Pike (Esox lucius). Conservation Genetics
Resources 7:615-617. http://link.springer.com/article/10.1007/s12686-015-0459-x
Pilliod et al. 2013. Estimating occupancy and abundance of stream amphibians using
environmental DNA from filtered water samples. Canadian Journal of Fisheries and Aquatic
Sciences 70:1123–1130. https://www.researchgate.net/profile/David_Pilliod
Pilliod et al. 2014. Factors influencing detection of eDNA from a stream‐dwelling amphibian.
Molecular Ecology Resources 14:109-116.
https://www.researchgate.net/profile/David_Pilliod
Rees et al. 2014. The application of eDNA for monitoring of the Great Crested Newt in the UK.
Ecology and Evolution 4:4023-4032.
http://onlinelibrary.wiley.com/doi/10.1002/ece3.1272/full
Rees et al. 2014. REVIEW: The detection of aquatic animal species using environmental DNA–a
review of eDNA as a survey tool in ecology. Journal of Applied Ecology 51:1450-1459.
https://www.researchgate.net/profile/Helen_Rees6
Renshaw et al. 2014. The room temperature preservation of filtered environmental DNA samples
and assimilation into a phenol-chloroform-isoamyl alcohol DNA extraction. Molecular
Ecology Resources 15:168–176. http://onlinelibrary.wiley.com/doi/10.1111/17550998.12281/full
Santas et al. 2013. Noninvasive Method for a Statewide Survey of Eastern Hellbenders
Cryptobranchus alleganiensis Using Environmental DNA. International Journal of Zoology
doi:10.1155/2013/174056 http://www.hindawi.com/journals/ijz/2013/174056/
Scriver et al. 2015. Development of species-specific environmental DNA (eDNA) markers for
invasive aquatic plants. Aquatic Botany 122:27-31.
http://www.sciencedirect.com/science/article/pii/S0304377015000066
Sigsgaard et al. 2014. Monitoring the near-extinct European weather loach in Denmark based on
environmental DNA from water samples. Biological Conservation 183 DOI:
10.1016/j.biocon.2014.11.023x: https://www.researchgate.net/profile/Philip_Thomsen
Simmons et al. 2015. Active and passive environmental DNA surveillance of aquatic invasive
species. Canadian Journal of Fisheries and Aquatic Sciences Doi: 10.1139/cjfas-2015-0262
http://www.nrcresearchpress.com/doi/abs/10.1139/cjfas-2015-0262#.VhGPyiuZPfd
Smart et al. 2015. Environmental DNA sampling is more sensitive than traditional survey
technique for detecting an aquatic invader. Ecological Applications 25:1944-1952.
http://www.esajournals.org/doi/abs/10.1890/14-1751.1
Spear et al. 2015. Using environmental DNA methods to improve detectability in a hellbender
(Cryptobranchus alleganiensis) monitoring program. Biological Conservation 183:38-45.
http://www.sciencedirect.com/science/article/pii/S0006320714004418
Strickler et al. 2015. Quantifying effects of UV-B, temperature, and pH on eDNA degradation in
aquatic microcosms. Biological Conservation 183:85-92.
https://www.researchgate.net/profile/Caren_Goldberg4
Takahara et al. 2013. Using environmental DNA to estimate the distribution of an invasive fish
species in ponds. PLoS One 8:e56584.
http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0056584
Takahara et al. 2012. Estimation of fish biomass using environmental DNA. PLoS One
7:e35868. http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0035868
Takahara et al. 2014. Effects of sample processing on the detection rate of environmental DNA
from the Common Carp (Cyprinus carpio). Biological Conservation 183:64–69.
http://www.sciencedirect.com/science/article/pii/S000632071400439X
Thomsen et al. 2012b. Monitoring endangered freshwater biodiversity using environmental
DNA. Molecular Ecology 21:2565–2573.
http://www.fugleognatur.dk/pdf/mec_5418_Rev_EV.pdf
Thomsen et al. 2015. Environmental DNA – An emerging tool in conservation for monitoring
past and present biodiversity. Biological Conservation 183: 4–18.
https://www.researchgate.net/profile/Philip_Thomsen
Turner et al. 2014. Particle size distribution and optimal capture of aqueous macrobial eDNA.
Methods in Ecology and Evolution 5:676-684.
http://biorxiv.org/content/biorxiv/early/2014/01/19/001941.full.pdf
Turner et al. 2015. Fish environmental DNA is more concentrated in aquatic sediments than
surface water. Biological Conservation 183:93-102.
https://www.researchgate.net/profile/Cameron_Turner
Turner et al. 2014. Improved Methods for Capture, Extraction, and Quantitative Assay of
Environmental DNA from Asian Bigheaded Carp (Hypophthalmichthys spp.). PLoS One
9:e114329. http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0114329
Valentini et al. 2015. Next‐generation monitoring of aquatic biodiversity using environmental
DNA metabarcoding. Molecular ecology DOI: 10.1111/mec.13428
http://onlinelibrary.wiley.com/doi/10.1111/mec.13428/abstract
Wegleitner et al. 2015. Long duration, room temperature preservation of filtered eDNA samples.
Conservation Genetics Resources doi.org/10.1007/s12686-015-0483-x.
https://www.researchgate.net/profile/Benjamin_Wegleitner
Wilcox et al. In press. The dual challenges of generality and specificity when developing
environmental DNA markers for species and subspecies of Oncorhynchus. PLoS One.
Wilcox et al. 2015. Environmental DNA particle size distribution from Brook Trout (Salvelinus
fontinalis). Conservation Genetics Resources 7:639-641.
https://www.researchgate.net/profile/Taylor_Wilcox
Wilcox et al. 2014. A blocking primer increases specificity in environmental DNA detection of
bull trout (Salvelinus confluentus). Conservation Genetics Resources 6:283-284.
http://www.fs.fed.us/rm/pubs_other/rmrs_2014_wilcox_t001.pdf
Wilcox et al. 2013. Robust detection of rare species using environmental DNA: the importance
of primer specificity. PLoS One 8:e59520.
https://www.researchgate.net/profile/Taylor_Wilcox
Wilson et al. 2015. Tracking ghosts : combined electrofishing and environmental DNA
surveillance efforts for Asian carps in Ontario waters of Lake Erie. Management of
Biological Invasions 5:225-231.
http://www.reabic.net/journals/mbi/2014/3/MBI_2014_Wilson_etal.pdf
Welcome to the Climate-Aquatics Blog. For those new to the blog, previous posts with embedded
graphics can be seen by clicking on the hyperlinks at the bottom or by navigating to the blog archive
webpage here:
(http://www.fs.fed.us/rm/boise/AWAE/projects/stream_temp/stream_temperature_climate_aquatics_blog.
html). The intent of the Climate-Aquatics Blog is to provide a means for the ~9,000 field biologists,
hydrologists, anglers, students, managers, and researchers currently on this mailing list across North
America, South America, Europe, and Asia to more broadly and rapidly discuss topical issues associated
with aquatic ecosystems and climate change. Messages periodically posted to the blog highlight new
peer-reviewed research and science tools that may be useful in addressing this global phenomenon.
Admittedly, many of the ideas for postings have their roots in studies my colleagues & I have been
conducting in the Rocky Mountain region, but attempts will be made to present topics & tools in ways
that highlight their broader, global relevance. I acknowledge that the studies, tools, and techniques
highlighted in these missives are by no means the only, or perhaps even the best, science products in
existence on particular topics, so the hope is that this discussion group engages others doing, or interested
in, similar work and that healthy debates & information exchanges occur to facilitate the rapid
dissemination of knowledge among those concerned about climate change and its effects on aquatic
ecosystems.
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Previous Blogs…
Climate-Aquatics Overviews
Blog #1: Climate-aquatics workshop science presentations available online
Blog #2: A new climate-aquatics synthesis report
Climate-Aquatics Thermal Module
Blog #3: Underwater epoxy technique for full-year stream temperature monitoring
Blog #4: A GoogleMap tool for interagency coordination of regional stream temperature monitoring
Blog #5: Massive air & stream sensor networks for ecologically relevant climate downscaling
Blog #6: Thoughts on monitoring air temperatures in complex, forested terrain
Blog #7: Downscaling of climate change effects on river network temperatures using inter-agency
temperature databases with new spatial statistical stream network models
Blog #8: Thoughts on monitoring designs for temperature sensor networks across river and stream basins
Blog #9: Assessing climate sensitivity of aquatic habitats by direct measurement of stream & air
temperatures
Blog #10: Long-term monitoring shows climate change effects on river & stream temperatures
Blog #11: Long-term monitoring shows climate change effects on lake temperatures
Blog #12: Climate trends & climate cycles & weather weirdness
Blog #13: Tools for visualizing local historical climate trends
Blog #14: Leveraging short-term stream temperature records to describe long-term trends
Blog #15: Wildfire & riparian vegetation change as the wildcards in climate warming of streams
Blog #23: New studies describe historic & future rates of warming in Northwest US streams
Blog #24: NoRRTN: An inexpensive regional river temperature monitoring network
Blog #25: NorWeST: A massive regional stream temperature database
Blog #26: Mapping thermal heterogeneity & climate in riverine environments
Blog #40: Crowd-sourcing a BIG DATA regional stream temperature model
Blog #60: Bonus Blog: New report describes data collection protocols for continuous monitoring of
temperature & flow in wadeable streams
Blog #61: Significant new non-American stream temperature climate change studies
Blog #62: More Bits about the How, What, When, & Where of Aquatic Thermalscapes
Blog #63: Navigating stream thermalscapes to thrive or merely survive
Blog #64: Building real-time river network temperature forecasting systems
Climate-Aquatics Hydrology Module
Blog #16: Shrinking snowpacks across the western US associated with climate change
Blog #17: Advances in stream flow runoff and changing flood risks across the western US
Blog #18: Climate change & observed trends toward lower summer flows in the northwest US
Blog #19: Groundwater mediation of stream flow responses to climate change
Blog #20: GIS tools for mapping flow responses of western U.S. streams to climate change
Blog #21: More discharge data to address more hydroclimate questions
Blog #22: Climate change effects on sediment delivery to stream channels
Climate-Aquatics Cool Stuff Module
Blog #27: Part 1, Spatial statistical models for stream networks: context & conceptual foundations
Blog #28: Part 2, Spatial statistical models for stream networks: applications and inference
Blog #29: Part 3, Spatial statistical models for stream networks: freeware tools for model implementation
Blog #30: Recording and mapping Earth’s stream biodiversity from genetic samples of critters
Blog #53: DNA Barcoding & Fish Biodiversity Mapping
Blog #71: Harnessing social & digital network technologies to maximize climate effectiveness
Climate-Aquatics Biology Module
Blog #31: Global trends in species shifts caused by climate change
Blog #32: Empirical evidence of fish phenology shifts related to climate change
Blog #33: Part 1, Fish distribution shifts from climate change: Predicted patterns
Blog #34: Part 2, Fish distribution shifts from climate change: Empirical evidence for range contractions
Blog #35: Part 3, Fish distribution shifts from climate change: Empirical evidence for range expansions
Blog #36: The “velocity” of climate change in rivers & streams
Blog #37: Part 1, Monitoring to detect climate effects on fish distributions: Sampling design and length of
time
Blog #38: Part 2, Monitoring to detect climate effects on fish distributions: Resurveys of historical stream
transects
Blog #39: Part 3, Monitoring to detect climate effects on fish distributions: BIG DATA regional
resurveys
Blog #41: Part 1, Mechanisms of change in fish populations: Patterns in common trend monitoring data
Blog #42: BREAKING ALERT! New study confirms broad-scale fish distribution shifts associated with
climate change
Blog #56: New studies provide additional evidence for climate-induced fish distribution shifts
Blog #43: Part 2, Mechanisms of change in fish populations: Floods and streambed scour during
incubation & emergence
Blog #44: Part 3, Mechanisms of change in fish populations: Lower summer flows & drought effects on
growth & survival
Blog #45: Part 4, Mechanisms of change in fish populations: Temperature effects on growth & survival
Blog #46: Part 5, Mechanisms of change in fish populations: Exceedance of thermal thresholds
Blog #47: Part 6, Mechanisms of change in fish populations: Interacting effects of flow and temperature
Blog #48: Part 7, Mechanisms of change in fish populations: Changing food resources
Blog #49: Part 8, Mechanisms of change in fish populations: Non-native species invasions
Blog #50: Part 9, Mechanisms of change in fish populations: Evolutionary responses
Blog #51: Part 10, Mechanisms of change in fish populations: Extinction
Blog #52: Review & Key Knowable Unknowns
Blog #65: The Fish Jumble as they Stumble along with the Shifting ThermalScape
Climate-Aquatics Management Module
Blog #54: Part 1, Managing with climate change: Goal setting & decision support tools for climate-smart
prioritization
Blog #55: Part 2, Managing with climate change: Streams in channels & fish in streams
Blog #57: Identifying & protecting climate refuge lakes for coldwater fishes
Blog #58: Part 3, Managing with climate change: Maintaining & improving riparian vegetation & stream
shade
Blog #59: Part 4, Managing with climate change: Keeping water on the landscape for fish (beaverin’ up
the bottoms)
Blog #66: Part 5, Managing with climate change: Barrier placements to facilitate fish flows across
landscapes
Blog #67: Part 6, Managing with climate change: Assisted migration to facilitate fish flows across
landscapes
Blog #68: Part 7, Identifying & protecting climate refugia as a strategy for long-term species conservation
Blog #69: Part 8, Building climate-smart conservation networks (metapopulations + biodiversity +
refugia)
Blog #70: Part 9, Restoration success stories that improve population resilience to climate change
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